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Difference Equations and Machine Learning

Language EnglishEnglish
Book Hardback
Book Difference Equations and Machine Learning Dusan Stipanovic
Libristo code: 49083330
Publishers Springer-Verlag GmbH, January 2026
This book presents in-depth explanations of well-known and recognized behaviors of neural networks i... Full description
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This book presents in-depth explanations of well-known and recognized behaviors of neural networks in machine learning.  In addition, the author provides novel technical analyses of behaviors of discrete-time dynamical systems modeled as difference equations.  These analyses and their outcomes are closely related to models of very well-known neural networks such as Long Short-Term Memory (LSTM) and Gated Recurrent Unit (GRU) neural networks, which are widely used in machine learning and artificial intelligence (AI) applications.  The author also discusses difference equations and their relevance to neural networks, machine learning, and AI.

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About the book

Full name Difference Equations and Machine Learning
Author Dusan Stipanovic
Language English
Binding Book - Hardback
Date of issue 2026
Number of pages 156
EAN 9783032009098
ISBN 303200909X
Libristo code 49083330
Publishers Springer-Verlag GmbH
Weight 479

Categories

Mathematics & Science > Mathematics > Calculus & mathematical analysis > Differential calculus & equations
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